Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 1740.531624 1899.413334 2060.700205 2236.393865 2422.096289 2612.253696 2821.401475
2025-05-18 1482.969467 1718.636260 1967.368166 2248.277199 2555.533087 2880.268749 3248.284341
2025-05-25 1303.361499 1581.969972 1884.811777 2236.016239 2629.669973 3054.975786 3546.868403
2025-06-01 1189.350516 1501.139519 1848.476639 2260.079014 2730.523268 3247.628370 3855.129530
2025-06-08 1072.015075 1404.404089 1783.355992 2241.465632 2774.409983 3369.287770 4077.846779
2025-06-15 1010.738520 1366.854822 1780.856215 2289.670445 2890.201874 3568.859287 4386.103304
2025-06-22 936.954934 1308.136842 1748.104642 2297.639128 2955.319204 3707.370422 4622.394989
2025-06-29 865.382378 1246.854721 1707.674550 2292.270387 3001.214109 3820.899612 4827.831468
2025-07-06 772.343133 1152.514192 1621.459645 2226.475289 2970.621493 3841.128735 4921.293363
2025-07-13 754.192472 1152.857797 1651.657627 2302.506529 3110.557838 4063.105488 5252.829104
2025-07-20 721.075343 1131.199190 1652.192397 2340.165260 3202.715110 4227.638373 5516.423317
2025-07-27 678.697718 1094.535596 1631.331444 2349.052114 3258.043441 4346.995204 5725.718565
2025-08-03 628.870855 1045.747317 1593.462656 2335.742833 3286.098292 4434.527532 5899.135477
2025-08-10 593.399987 1014.952018 1577.779249 2349.852890 3347.938196 4563.308808 6123.159168
2025-08-17 550.820740 971.504162 1543.002465 2337.179880 3374.346817 4647.462723 6292.248987
2025-08-24 524.915337 950.589344 1537.482717 2361.983546 3447.930017 4789.783565 6532.811893
2025-08-31 485.889790 907.998594 1500.210655 2342.797759 3463.480810 4858.798593 6682.507874
2025-09-07 472.335172 902.872647 1514.478080 2392.481888 3568.298973 5040.001861 6971.785213
2025-09-14 446.527844 877.455339 1498.917310 2400.694162 3618.226971 5151.671102 7174.641679
2025-09-21 418.276805 846.571629 1474.181077 2395.161336 3649.175820 5238.745072 7346.594286
2025-09-28 374.019606 787.416377 1406.099534 2327.345344 3595.453475 5216.140580 7379.375973
2025-10-05 373.300119 799.194878 1442.276982 2405.710220 3737.878984 5446.197631 7732.522811
2025-10-12 361.910431 792.554158 1450.612330 2444.515758 3827.037788 5607.837821 7999.580672